PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models | Paper Citation Record

Observation ef2b4891-04f4-4c96-a460-7e69a64d9593 · outbound

This paper cites A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T19:40:06.706686Z

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Observation 38dfe6e5-ba1c-4977-afac-63d06655746c · outbound

This paper cites Alignment and Safety in Large Language Models: Safety Mechanisms, Training Paradigms, and Emerging Challenges.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models Alignment and Safety in Large Language Models: Safety Mechanisms, Training Paradigms, and Emerging Challenges

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-07-04T19:40:06.724811Z

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Observation 00540679-92bc-4eb7-90b0-b319da0f40a2 · outbound

This paper cites A comprehensive survey on the trustworthiness of large language models in healthcare.arXiv preprint arXiv:2502.15871, 4.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models A comprehensive survey on the trustworthiness of large language models in healthcare.arXiv preprint arXiv:2502.15871, 4

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-07-04T19:40:06.719993Z

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Observation ee84a894-fcc4-4c2f-8167-c6393d390948 · outbound

This paper cites Learning to Conceal Risk: Controllable Multi-turn Red Teaming for LLMs in the Financial Domain.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models Learning to Conceal Risk: Controllable Multi-turn Red Teaming for LLMs in the Financial Domain

Reference 4

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T19:40:06.714835Z

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Observation 2b841dd2-ce3d-42d2-bb37-1935f1511398 · outbound

This paper cites A Survey on Large Language Models for Critical Societal Domains: Finance, Healthcare, and Law.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models A Survey on Large Language Models for Critical Societal Domains: Finance, Healthcare, and Law

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T19:40:06.717399Z

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Observation 16bbce05-05dd-469f-a85c-eaa325940e29 · outbound

This paper cites Finetuned Language Models Are Zero-Shot Learners.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models Finetuned Language Models Are Zero-Shot Learners

Reference 6

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T19:40:06.727529Z

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Observation 30042e0e-8060-4138-b776-f01763a18085 · outbound

This paper cites Advances in neural information processing systems , volume=.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models Advances in neural information processing systems , volume=

Reference 7

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Observation 063af3bb-64f1-4ef0-9510-da9ca0dc6c30 · outbound

This paper cites Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback

Reference 8

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T19:40:06.730995Z

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Observation 33869db0-c45f-4fc3-8ac6-24afb875e31e · outbound

This paper cites Advances in neural information processing systems , volume=.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models Advances in neural information processing systems , volume=

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-25T21:09:19.727723Z

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Observation 0eb0da7c-0746-4fe1-bd1b-b1ec72a2ccec · outbound

This paper cites Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-07-04T19:40:06.734341Z

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Observation 9ed7fa22-9d02-43eb-8973-42746823784a · outbound

This paper cites Advances in neural information processing systems , volume=.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models Advances in neural information processing systems , volume=

Reference 11

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Observation b12d7ace-971e-4ab8-b91e-aeaccb56cfc6 · outbound

This paper cites 2023 , number =.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models 2023 , number =

Reference 12

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This paper cites 2021 , url =.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models 2021 , url =

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-25T21:09:19.727723Z

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This paper cites an unresolved cited work.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models Unresolved cited work

Reference 14

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Observation ac2c9878-a75b-4fe0-b6e8-1624c4d210da · outbound

This paper cites 2021 , url =.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models 2021 , url =

Reference 15

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Observation 31646f2f-037b-4c44-82c5-fe895853b948 · outbound

This paper cites Constitutional AI: Harmlessness from AI Feedback.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models Constitutional AI: Harmlessness from AI Feedback

Reference 16

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T19:40:06.715693Z

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Observation 8e26d784-e1d1-4784-a47d-feedb03f575d · outbound

This paper cites Deliberative Alignment: Reasoning Enables Safer Language Models.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 17

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T19:40:06.722457Z

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Observation 0c2cfc4a-c5e1-42aa-8778-d54b4fe00fc1 · outbound

This paper cites On-Policy Context Distillation for Language Models.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models On-Policy Context Distillation for Language Models

Reference 18

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T19:40:06.711996Z

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Observation 5e1ced3a-7f5d-4991-a6c0-bcdb79932f1e · outbound

This paper cites Universal and Transferable Adversarial Attacks on Aligned Language Models.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models Universal and Transferable Adversarial Attacks on Aligned Language Models

Reference 19

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T19:40:06.675593Z

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Observation e10b7495-3954-4e47-a9bb-616d289a5e6e · outbound

This paper cites Safety Tax: Safety Alignment Makes Your Large Reasoning Models Less Reasonable.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models Safety Tax: Safety Alignment Makes Your Large Reasoning Models Less Reasonable

Reference 20

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T19:40:06.693837Z

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Observation 8ee96c02-868e-42c1-8bdd-ef45521edad6 · outbound

This paper cites Proceedings of ICLR , year=.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models Proceedings of ICLR , year=

Reference 21

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Observation c39c5b70-4939-4ee7-86e7-2ddfe1e12ba7 · outbound

This paper cites The twelfth international conference on learning representations , year=.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models The twelfth international conference on learning representations , year=

Reference 22

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Observation 66bc25e0-c54f-4271-b3f3-88da543a8dfa · outbound

This paper cites 2025 , month =.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models 2025 , month =

Reference 23

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Observation a0cd011e-8d8b-4e24-a5cf-6bea362d161d · outbound

This paper cites 2024 , eprint=.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models 2024 , eprint=

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-25T21:09:19.727723Z

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Observation ab8c767b-04bb-4f45-a8c8-973efd854090 · outbound

This paper cites 2024 , eprint=.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models 2024 , eprint=

Reference 25

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Observation 9dd28c2e-5b09-47c3-9cee-e94441678bbf · outbound

This paper cites 2025 , eprint=.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models 2025 , eprint=

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-25T21:09:19.727723Z

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Observation fbc3ed8f-f90e-4dd9-9fdc-e053bf2fa2ef · outbound

This paper cites MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark

Reference 27

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T19:40:06.699084Z

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Observation b2b9d4d1-78bb-43ad-a298-0b44dac91934 · outbound

This paper cites 2023 , eprint=.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models 2023 , eprint=

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-25T21:09:19.727723Z

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Observation 52df4b8f-95b3-4843-b44f-151ceebbe86a · outbound

This paper cites Let's Verify Step by Step.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models Let's Verify Step by Step

Reference 29

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T19:40:06.701504Z

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Observation f31f60cf-3d9a-457e-be1f-7e86f176ce46 · outbound

This paper cites XSTest: A test suite for identifying exaggerated safety behaviours in large language models.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models XSTest: A test suite for identifying exaggerated safety behaviours in large language models

Reference 30

Resolution: verified exact; doi, observed 2026-06-25T21:18:24.202555Z

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Observation 6a3b0c63-c3a4-4c76-b368-32fbc6508cd2 · outbound

This paper cites Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 31

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Observation e58cc4d2-add5-44a0-8e57-a1917d85d278 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models Advances in Neural Information Processing Systems , volume=

Reference 32

Resolution: unresolved; no resolver link, observed 2026-06-25T21:09:19.727723Z

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Observation ae156d65-22ee-4fa7-a915-5116aeb5f20f · outbound

This paper cites Don’t let the claw grip your hand: A security analysis and defense framework for OpenClaw.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models Don’t let the claw grip your hand: A security analysis and defense framework for OpenClaw

Reference 33

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T19:40:06.670026Z

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Observation c9a31ea6-4098-4c20-b102-8913135f6e15 · outbound

This paper cites IEEE Transactions on Pattern Analysis and Machine Intelligence , year=.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models IEEE Transactions on Pattern Analysis and Machine Intelligence , year=

Reference 34

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Observation 39b53d08-9530-4e02-a025-20c1613b9827 · outbound

This paper cites Proceedings of the 26th annual international conference on machine learning , pages=.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models Proceedings of the 26th annual international conference on machine learning , pages=

Reference 35

Resolution: unresolved; no resolver link, observed 2026-06-25T21:09:19.727723Z

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Observation ebde2d01-7dd4-4c44-b1b9-86b91501ab39 · outbound

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PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-06-25T21:09:19.727723Z

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Observation ac0dbfff-3d16-4027-9c79-e09c893b51e6 · outbound

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PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models Unresolved cited work

Reference 37

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Observation e6b0741c-e2bd-49ea-86e1-b48c43f2d4d4 · outbound

This paper cites Six Musts and Six Don'ts.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models Six Musts and Six Don'ts

Reference 38

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Observation 1199e169-126d-4f67-84be-b8161cb526aa · outbound

This paper cites an unresolved cited work.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models Unresolved cited work

Reference 39

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PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models ArXiv , year=

Reference 40

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Observation a1575c0b-db97-42d4-a424-7ccff2530cb6 · outbound

This paper cites AlphaAlign: Incentivizing Safety Alignment with Extremely Simplified Reinforcement Learning.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models AlphaAlign: Incentivizing Safety Alignment with Extremely Simplified Reinforcement Learning

Reference 41

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T19:40:06.672952Z

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Observation 5300cfbe-bb71-417c-a802-6545904e7933 · outbound

This paper cites Mitigating the safety alignment tax with null-space constrained policy optimization.arXiv preprint arXiv:2512.11391.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models Mitigating the safety alignment tax with null-space constrained policy optimization.arXiv preprint arXiv:2512.11391

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-07-04T19:40:06.703822Z

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Observation a240646d-925d-4c5d-8573-fc7eca196ad5 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 43

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T19:40:06.689192Z

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Observation 9b5ea55a-911f-4b47-aa53-578cc0a2dbb6 · outbound

This paper cites Qwen3Guard Technical Report.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models Qwen3Guard Technical Report

Reference 44

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T19:40:06.686892Z

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Observation 0d4eab1e-2d4b-43b0-981f-b8180462b169 · outbound

This paper cites GPT-4o System Card.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models GPT-4o System Card

Reference 45

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T19:40:06.691468Z

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Observation 5424a20c-1c24-40d1-9f2d-1354db667f49 · outbound

This paper cites Advances in neural information processing systems , volume=.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models Advances in neural information processing systems , volume=

Reference 46

Resolution: unresolved; no resolver link, observed 2026-06-25T21:09:19.727723Z

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Observation 36b75ef0-39c3-4866-96ea-7963ec50229a · outbound

This paper cites CARES: Comprehensive Evaluation of Safety and Adversarial Robustness in Medical LLMs.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models CARES: Comprehensive Evaluation of Safety and Adversarial Robustness in Medical LLMs

Reference 47

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T19:40:06.696508Z

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Observation 520ee891-6745-4005-90f6-9693777cd455 · outbound

This paper cites Applied Sciences , volume=.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models Applied Sciences , volume=

Reference 48

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Observation 7ac1b6bf-d013-413f-8a74-311da2741bd9 · outbound

This paper cites Conference on health, inference, and learning , pages=.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models Conference on health, inference, and learning , pages=

Reference 49

Resolution: unresolved; no resolver link, observed 2026-06-25T21:09:19.727723Z

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Observation c9371e08-57b8-40ce-b1ce-9aaf00f74c1e · outbound

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PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models The Thirty-ninth Annual Conference on Neural Information Processing Systems Datasets and Benchmarks Track , year=

Reference 50

Resolution: unresolved; no resolver link, observed 2026-06-25T21:09:19.727723Z

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Observation 336bcbc7-9e21-49cf-8bc1-50df8dd86755 · outbound

This paper cites TRIDENT: Benchmarking LLM Safety in Finance, Medicine, and Law.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models TRIDENT: Benchmarking LLM Safety in Finance, Medicine, and Law

Reference 51

Resolution: metadata mismatch; arxiv_id, observed 2026-07-28T02:23:16.096771Z

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Observation 376865d9-67da-4068-b0ca-abcb4744e035 · outbound

This paper cites Lexam: Benchmarking legal reasoning on 340 law exams.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models Lexam: Benchmarking legal reasoning on 340 law exams

Reference 52

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T19:40:06.680858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 67f19427-f5e0-441e-b2e8-8d8d7016ce46 · outbound

This paper cites FinanceBench: A New Benchmark for Financial Question Answering.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models FinanceBench: A New Benchmark for Financial Question Answering

Reference 53

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T19:40:06.684250Z

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Observation b635e296-c506-4f49-82fb-bdda3f0854f7 · outbound

This paper cites an unresolved cited work.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-06-25T21:09:19.727723Z

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Observation cbbc50e2-44d1-4fc9-a53e-dc720838c09c · outbound

This paper cites 2025 , url=.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models 2025 , url=

Reference 55

Resolution: unresolved; no resolver link, observed 2026-06-25T21:09:19.727723Z

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Observation 4a6e2df9-644e-499a-a87c-90ac22b74fb1 · outbound

This paper cites 2025 , eprint=.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models 2025 , eprint=

Reference 56

Resolution: unresolved; no resolver link, observed 2026-06-25T21:09:19.727723Z

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Observation f51f8ef4-1671-4044-bc7a-8aa6f0157764 · outbound

This paper cites 2026 , journal =.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models 2026 , journal =

Reference 57

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Observation 7ac1baa8-2446-4e9d-a865-9dd4ab8c0a6d · outbound

This paper cites 2026 , eprint=.

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models 2026 , eprint=

Reference 58

Resolution: unresolved; no resolver link, observed 2026-06-25T21:09:19.727723Z

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PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models 2024 , month = jul, doi =

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